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AI agent for penetration testers

Active Directory Misconfiguration Review Agent

A confirmed list of directory weaknesses with evidence, found faster and strictly within scope

Active Directory Misconfiguration Review Agent: what goes in, what the agent does and what you get

What it does

On an internal test, the first days go to the same checks: delegation settings, stale admin accounts, risky certificate templates. Within the authorized scope, this agent collects directory data and checks for known weaknesses, such as unconstrained delegation, accounts that have not logged in for a year but hold privileges and certificate templates that let users request certificates for others. For each possible finding, it plans a safe way to confirm it, such as a read-only query or a check of effective permissions, and runs it. Anything it cannot confirm is dropped, not reported. The tester reviews the confirmed list and approves every active test step before it runs. Edge case: an object outside the written scope is skipped and noted, even if it looks vulnerable.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
Yes, continueApprovedYes, continueNoNo 1 STARTS WHEN Engagement begins with signed scope 2 USES A TOOL Load the scope and rules of engagement 3 USES A TOOL Collect directory data within the scope 4 DOES Match the data against known weakness checks 5 CHECKS THE RESULT Is each candidate inside the authorized scope? If not: skip it and note it as out of scope. Back tostep 3. 6 DOES Plan a safe confirmation for each candidate 7 YOU APPROVE Tester approves each active test step 8 USES A TOOL Run the approved confirmation 9 CHECKS THE RESULT Did the check confirm the weakness? If not: drop the candidate and record that it was notconfirmed. Back to step 6. 10 DOES Write confirmed findings with evidence 11 RESULT Findings list for the report
Read the steps as a list
  1. Engagement begins with signed scope
  2. Load the scope and rules of engagement
  3. Collect directory data within the scope
  4. Match the data against known weakness checks
  5. Is each candidate inside the authorized scope?If not: skip it and note it as out of scope. Back to step 3.
  6. Plan a safe confirmation for each candidate
  7. Tester approves each active test stepThe agent waits here for your OK.
  8. Run the approved confirmation
  9. Did the check confirm the weakness?If not: drop the candidate and record that it was not confirmed. Back to step 6.
  10. Write confirmed findings with evidence
  11. Findings list for the report

How it decides

A finding is reported only if a safe check confirms it. Active steps need the tester's approval and must fall inside the scope.

  • Use read-only checks wherever possible
  • Treat accounts inactive for 365 days with privileges as stale
  • Skip any object outside the written scope
  • Never attempt a step that could lock accounts or stop services

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Scope and excluded systems
  • Checks to include
  • Stale account age (default 365 days)
  • Evidence format

What keeps you in control

It always asks you first

  • Every active test step
  • Any step near the edge of the scope

Hard limits

  • Operates only within signed scope
  • Never runs destructive or lockout-causing tests

It stops when

  • Done: all candidates confirmed or dropped
  • Stop: scope or rules of engagement are missing

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensWithin scope, the agent collected data on 4,300 accounts and flagged 41 candidates. Eleven were out of scope and skipped. The tester approved safe checks on 30. The check confirmed 7: two stale administrators, 4 accounts with unconstrained delegation and a certificate template allowing user-supplied names. The other 23 were not confirmed and dropped. The evidence was stored for the report.

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